Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9917844 | 0.9192569 | 0.7122144 |
| bt | 0.9385924 | 0.7945055 | -0.4468599 |
| maxnet | 0.9193093 | 0.7286761 | NA |
| gam | 0.9195186 | 0.6858189 | 0.4513500 |
| glm | 0.9194139 | 0.7627420 | 0.3496585 |